Overview

Dataset Statistics

Number of Variables 19
Number of Rows 14020
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 7079
Duplicate Rows (%) 50.5%
Total Size in Memory 2.0 MB
Average Row Size in Memory 152.0 B
Variable Types
  • Numerical: 19

Dataset Insights

p5_1 and p5_2 have similar distributions Similar Distribution
p5_2 and p5_3 have similar distributions Similar Distribution
p5_2 and p5_7 have similar distributions Similar Distribution
p5_2 and p5_8 have similar distributions Similar Distribution
p5_2 and p5_9 have similar distributions Similar Distribution
p5_2 and p5_11 have similar distributions Similar Distribution
p5_3 and p5_4 have similar distributions Similar Distribution
p5_3 and p5_6 have similar distributions Similar Distribution
p5_3 and p5_7 have similar distributions Similar Distribution
p5_3 and p5_8 have similar distributions Similar Distribution
p5_3 and p5_9 have similar distributions Similar Distribution
p5_3 and p5_10 have similar distributions Similar Distribution
p5_3 and p5_11 have similar distributions Similar Distribution
p5_4 and p5_6 have similar distributions Similar Distribution
p5_4 and p5_7 have similar distributions Similar Distribution
p5_4 and p5_8 have similar distributions Similar Distribution
p5_4 and p5_9 have similar distributions Similar Distribution
p5_4 and p5_10 have similar distributions Similar Distribution
p5_4 and p5_11 have similar distributions Similar Distribution
p5_5 and p8 have similar distributions Similar Distribution
p5_6 and p5_7 have similar distributions Similar Distribution
p5_6 and p5_8 have similar distributions Similar Distribution
p5_6 and p5_9 have similar distributions Similar Distribution
p5_6 and p5_10 have similar distributions Similar Distribution
p5_6 and p5_11 have similar distributions Similar Distribution
p5_7 and p5_8 have similar distributions Similar Distribution
p5_7 and p5_9 have similar distributions Similar Distribution
p5_7 and p5_10 have similar distributions Similar Distribution
p5_7 and p5_11 have similar distributions Similar Distribution
p5_8 and p5_9 have similar distributions Similar Distribution
p5_8 and p5_10 have similar distributions Similar Distribution
p5_8 and p5_11 have similar distributions Similar Distribution
p5_9 and p5_10 have similar distributions Similar Distribution
p5_9 and p5_11 have similar distributions Similar Distribution
p5_10 and p5_11 have similar distributions Similar Distribution
p7_2 and p7_3 have similar distributions Similar Distribution
p7_2 and p7_5 have similar distributions Similar Distribution
p7_2 and p7_6 have similar distributions Similar Distribution
p7_3 and p7_4 have similar distributions Similar Distribution
p7_3 and p7_5 have similar distributions Similar Distribution
p7_5 and p7_6 have similar distributions Similar Distribution
p5_1 is skewed Skewed
p5_2 is skewed Skewed
p5_3 is skewed Skewed
p5_4 is skewed Skewed
p5_5 is skewed Skewed
p5_6 is skewed Skewed
p5_7 is skewed Skewed
p5_8 is skewed Skewed
p5_9 is skewed Skewed
p5_10 is skewed Skewed
p5_11 is skewed Skewed
p7_1 is skewed Skewed
p7_2 is skewed Skewed
p7_3 is skewed Skewed
p7_4 is skewed Skewed
p7_5 is skewed Skewed
p7_6 is skewed Skewed
p7_7 is skewed Skewed
Dataset has 7079 (50.49%) duplicate rows Duplicates
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6

Variables


p5_1

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.1655
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_1 is skewed left (γ1 = -0.4213)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 4
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 5

Descriptive Statistics

Mean 6.1655
Standard Deviation 2.9025
Variance 8.4243
Sum 86441
Skewness -0.4213
Kurtosis -1.0912
Coefficient of Variation 0.4708
  • p5_1 is not normally distributed (p-value 5.71016183591221e-07)

p5_2

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.3341
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_2 is skewed left (γ1 = -0.5109)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 4
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 5

Descriptive Statistics

Mean 6.3341
Standard Deviation 2.7717
Variance 7.6825
Sum 88804
Skewness -0.5109
Kurtosis -0.8856
Coefficient of Variation 0.4376
  • p5_2 is not normally distributed (p-value 2.6611222981483487e-07)

p5_3

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.4004
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_3 is skewed left (γ1 = -0.5279)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 4
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 5

Descriptive Statistics

Mean 6.4004
Standard Deviation 2.7444
Variance 7.5318
Sum 89734
Skewness -0.5279
Kurtosis -0.8319
Coefficient of Variation 0.4288
  • p5_3 is not normally distributed (p-value 2.4242523846955183e-07)

p5_4

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.6573
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_4 is skewed left (γ1 = -0.655)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 5
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 4

Descriptive Statistics

Mean 6.6573
Standard Deviation 2.6664
Variance 7.1098
Sum 93335
Skewness -0.655
Kurtosis -0.6507
Coefficient of Variation 0.4005
  • p5_4 is not normally distributed (p-value 6.9330881896066575e-09)

p5_5

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 5.3738
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_5 is skewed left (γ1 = -0.1315)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 2
Median 6
Q3 8
95-th Percentile 10
Maximum 10
Range 9
IQR 6

Descriptive Statistics

Mean 5.3738
Standard Deviation 2.9806
Variance 8.8839
Sum 75341
Skewness -0.1315
Kurtosis -1.2923
Coefficient of Variation 0.5547
  • p5_5 is not normally distributed (p-value 4.5378675687542134e-07)

p5_6

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.5571
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_6 is skewed left (γ1 = -0.665)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 5
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 4

Descriptive Statistics

Mean 6.5571
Standard Deviation 2.6744
Variance 7.1527
Sum 91931
Skewness -0.665
Kurtosis -0.6008
Coefficient of Variation 0.4079
  • p5_6 is not normally distributed (p-value 1.494875426034944e-08)

p5_7

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.4756
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_7 is skewed left (γ1 = -0.5789)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 5
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 4

Descriptive Statistics

Mean 6.4756
Standard Deviation 2.726
Variance 7.431
Sum 90788
Skewness -0.5789
Kurtosis -0.7728
Coefficient of Variation 0.421
  • p5_7 is not normally distributed (p-value 5.754687297280707e-08)

p5_8

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.5302
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_8 is skewed left (γ1 = -0.5604)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 5
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 4

Descriptive Statistics

Mean 6.5302
Standard Deviation 2.6942
Variance 7.2587
Sum 91554
Skewness -0.5604
Kurtosis -0.7861
Coefficient of Variation 0.4126
  • p5_8 is not normally distributed (p-value 7.2089240411208e-08)

p5_9

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.5299
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_9 is skewed left (γ1 = -0.5969)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 5
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 4

Descriptive Statistics

Mean 6.5299
Standard Deviation 2.7287
Variance 7.4461
Sum 91549
Skewness -0.5969
Kurtosis -0.7614
Coefficient of Variation 0.4179
  • p5_9 is not normally distributed (p-value 3.897341757927188e-08)

p5_10

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.6261
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_10 is skewed left (γ1 = -0.646)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 5
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 4

Descriptive Statistics

Mean 6.6261
Standard Deviation 2.6564
Variance 7.0563
Sum 92898
Skewness -0.646
Kurtosis -0.6606
Coefficient of Variation 0.4009
  • p5_10 is not normally distributed (p-value 6.882026257850644e-09)

p5_11

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.5757
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p5_11 is skewed left (γ1 = -0.6235)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 5
Median 7
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 4

Descriptive Statistics

Mean 6.5757
Standard Deviation 2.6864
Variance 7.217
Sum 92191
Skewness -0.6235
Kurtosis -0.6992
Coefficient of Variation 0.4085
  • p5_11 is not normally distributed (p-value 2.08297893992741e-08)

p7_1

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 6.9546
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p7_1 is skewed left (γ1 = -0.6678)

Quantile Statistics

Minimum 1
5-th Percentile 3
Q1 6
Median 7
Q3 8
95-th Percentile 10
Maximum 10
Range 9
IQR 2

Descriptive Statistics

Mean 6.9546
Standard Deviation 2.1038
Variance 4.4259
Sum 97503
Skewness -0.6678
Kurtosis -0.08553
Coefficient of Variation 0.3025
  • p7_1 is not normally distributed (p-value 1.8968927693082556e-10)
  • p7_1 has 526 outliers

p7_2

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 7.2484
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p7_2 is skewed left (γ1 = -0.8279)

Quantile Statistics

Minimum 1
5-th Percentile 3
Q1 6
Median 8
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 3

Descriptive Statistics

Mean 7.2484
Standard Deviation 2.072
Variance 4.2933
Sum 101622
Skewness -0.8279
Kurtosis 0.1893
Coefficient of Variation 0.2859
  • p7_2 is not normally distributed (p-value 1.8765935871408392e-11)
  • p7_2 has 193 outliers

p7_3

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 7.4848
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p7_3 is skewed left (γ1 = -1.0165)

Quantile Statistics

Minimum 1
5-th Percentile 4
Q1 6
Median 8
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 3

Descriptive Statistics

Mean 7.4848
Standard Deviation 1.9579
Variance 3.8332
Sum 104937
Skewness -1.0165
Kurtosis 0.8796
Coefficient of Variation 0.2616
  • p7_3 is not normally distributed (p-value 3.3712185173329738e-12)
  • p7_3 has 173 outliers

p7_4

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 7.5461
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p7_4 is skewed left (γ1 = -1.0879)

Quantile Statistics

Minimum 1
5-th Percentile 3
Q1 7
Median 8
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 2

Descriptive Statistics

Mean 7.5461
Standard Deviation 1.9543
Variance 3.8192
Sum 105796
Skewness -1.0879
Kurtosis 0.96
Coefficient of Variation 0.259
  • p7_4 is not normally distributed (p-value 9.817314723563713e-13)
  • p7_4 has 700 outliers

p7_5

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 7.2391
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p7_5 is skewed left (γ1 = -0.9417)

Quantile Statistics

Minimum 1
5-th Percentile 3
Q1 6
Median 8
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 3

Descriptive Statistics

Mean 7.2391
Standard Deviation 2.0889
Variance 4.3635
Sum 101492
Skewness -0.9417
Kurtosis 0.5722
Coefficient of Variation 0.2886
  • p7_5 is not normally distributed (p-value 1.8956021808044864e-11)
  • p7_5 has 300 outliers

p7_6

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 7.2014
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p7_6 is skewed left (γ1 = -0.7858)

Quantile Statistics

Minimum 1
5-th Percentile 3
Q1 6
Median 8
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 3

Descriptive Statistics

Mean 7.2014
Standard Deviation 2.0786
Variance 4.3206
Sum 100964
Skewness -0.7858
Kurtosis 0.04956
Coefficient of Variation 0.2886
  • p7_6 is not normally distributed (p-value 3.11397881052374e-11)
  • p7_6 has 126 outliers

p7_7

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 7.7039
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • p7_7 is skewed left (γ1 = -1.1717)

Quantile Statistics

Minimum 1
5-th Percentile 4
Q1 7
Median 8
Q3 9
95-th Percentile 10
Maximum 10
Range 9
IQR 2

Descriptive Statistics

Mean 7.7039
Standard Deviation 1.9193
Variance 3.6836
Sum 108008
Skewness -1.1717
Kurtosis 1.1658
Coefficient of Variation 0.2491
  • p7_7 is not normally distributed (p-value 7.209734121205556e-14)
  • p7_7 has 623 outliers

p8

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 224320
Mean 5.5
Minimum 1
Maximum 10
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 3
Median 5.5
Q3 8
95-th Percentile 10
Maximum 10
Range 9
IQR 5

Descriptive Statistics

Mean 5.5
Standard Deviation 2.8724
Variance 8.2506
Sum 77110
Skewness 0
Kurtosis -1.2242
Coefficient of Variation 0.5223
  • p8 is not normally distributed (p-value 0.00045385139444878084)

Interactions

Correlations

Missing Values